Validity and reliability of an inertial sensor device for specific running patterns in soccer
| Autor: | Giuseppe Battaglia, Guglielmo Pillitteri, Antonino Scardina, Marianna Bellafiore, Viviana Gammino, Ewan Thomas, Dario Ricchiari, Giovanni Angelo Navarra |
|---|---|
| Přispěvatelé: | Pillitteri G., Thomas E., Battaglia G., Navarra G.A., Scardina A., Gammino V., Ricchiari D., Bellafiore M. |
| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
Male
Inertial frame of reference Mean squared error Adolescent GPS Validity TP1-1185 Athletic Performance Biochemistry Article Analytical Chemistry Inertial sensor Running Statistics Soccer Range (statistics) Humans Electrical and Electronic Engineering Child Instrumentation Mathematics Settore M-EDF/02 - Metodi E Didattiche Delle Attivita' Sportive business.industry Chemical technology Reproducibility of Results Tracking system Atomic and Molecular Physics and Optics Assisted GPS Global Positioning System Geographic Information Systems Data monitoring Performance monitoring business Data tracking Settore M-EDF/01 - Metodi E Didattiche Delle Attivita' Motorie |
| Zdroj: | Sensors, Vol 21, Iss 7255, p 7255 (2021) Sensors (Basel, Switzerland) Sensors Volume 21 Issue 21 |
| Popis: | Electronic performance tracking devices are largely employed in team sports to monitor performance and improve training. To date, global positioning system (GPS) based devices are those mainly used in soccer training. The aim of this study was to analyse the validity and reliability of the inertial sensor device (ISD) in monitoring distance and speed in a soccer-specific circuit and how their performance compare to a GPS system. 44 young male soccer players (age: 14.9 ± 1.1, range 9–16, years, height: 1.65 ± 0.10 m, body mass: 56.3 ± 8.9 kg) playing in a non-professional soccer team in Italy, participated in the study. We assessed the players trough a soccer running sport-specific circuit. An ISD and a GPS were used to assess distance and speed. Data was compared to a video reference system, and the difference were quantified by means of the root mean square error (RMSE). Significant differences were found for both GPS and ISD devices for distance and speed. However, lower error for distance (dRMSE 2.23 ± 1.01 m and 5.75 ± 1.50 m, respectively) and speed (sRMSE 0.588 ± 0.152 m·s–1 and 1.30 ± 0.422 m·s–1, respectively) were attained by the ISD compared to the GPS. Overall, our results revealed a statistically significant difference between systems in data monitoring for either distance and speed. However, results of this study showed that a smaller error was obtained with the ISD than the GPS device. Despite caution is warranted within the interpretation of these results, we observed a better practical applicability of the ISD due to its small size, lower cost and the possibility to use the device indoor. |
| Databáze: | OpenAIRE |
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